Now showing items 1-20 of 85

    • 3D Bounding box detection from monocular images 

      Catà Villà, Marcel (Universitat Politècnica de Catalunya, 2019-05-08)
      Master thesis
      Open Access
      Object detection is particularly important in robotic applications that require interaction with the environment. Although 2D object detection methods obtain accurate results, these are not enough to provide a complete ...
    • A combination of monocular depth estimation and depth completion for an enhanced RGB-D sensing 

      Martínez Lanza, Hugo (Universitat Politècnica de Catalunya, 2024-09-13)
      Master thesis
      Open Access
      Depth perception is the capability of a system to estimate the distance of objects in a 3D scene by analyzing one or more 2D images or video frames. Depth perception is critical for applications such as robotics, autonomous ...
    • Analysis of infrared thermal images for the study of diabetic foot disease 

      Cubero Valentín, David (Universitat Politècnica de Catalunya, 2024-02-07)
      Master thesis
      Open Access
      Covenantee:   IDIAPJGol / Institut d'Investigació Biomèdica de Bellvitge
      The diabetic foot (DF) poses a significant health risk, demanding improved screening methods in primary care settings to prevent injuries and amputations. Infrared thermal images (IRT) has shown in initial studies to be a ...
    • Analysis of the dynamics of gray matter reduction in Alzheimers disease 

      Aduriz Berasategi, Asier (Universitat Politècnica de Catalunya, 2016-05-13)
      Bachelor thesis
      Open Access
      This project attempts to study the cerebral atrophy patterns in gray matter across the different stages of the Alzheimer’s Disease (AD), or more specifically, along the entire AD continuum, in a voxelwise approach. To this ...
    • Area of Interest Identification Using Ci cle Hough Transform and Outlier Removal for ELISpot and FluoroSpot Images 

      Jiménez Tauste, Albert (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Restricted access - author's decision
    • Automatic fruit classification using deep learning. 

      Martínez Artigot, Joaquim Fèlix (Universitat Politècnica de Catalunya, 2018-05)
      Bachelor thesis
      Open Access
      To achieve greater efficiency at harvesting tasks, the mechanization of such task is unavoidable. Apart from the mechanical aspects, the harvesting systems needs software that can locate the fruit to be harvested. The use ...
    • Automatic registration of breast cancer tissue 

      Sánchez Bergés, Marc (Universitat Politècnica de Catalunya, 2024-07-11)
      Master thesis
      Open Access
      This Masters thesis explores the development of a Python application designed to perform registration and overlap of breast cancer histopathological images with different stains, such as HE, HER2, PR, KI67, and ER. The ...
    • Automatic ventricle segmentation using CNNs in cardiac MRI 

      Garcia Cabrera, Carles (Universitat Politècnica de Catalunya, 2019-01-24)
      Bachelor thesis
      Open Access
      Covenantee:   University of Auckland
      Cardiac magnetic resonance imaging has been proven to be a great aid tool in clinical diagnosis. Computational models arising from these images have been developed for many years by engineers, radiologists and clinicians. ...
    • Brain Age Prediction from Structural Magnetic Resonance Imaging using Deep Learning 

      Garriga Artieda, Daniel (Universitat Politècnica de Catalunya, 2023-07-07)
      Master thesis
      Open Access
      Brain-age delta, a biomarker based on the brain-age prediction from neuroimaging data, has garnered significant attention in recent years. In this project, a deep learning model for brain age prediction is going to be ...
    • Brain lesion segmentation using Convolutional Neuronal Networks 

      Bonnín Rosselló, Clara (Universitat Politècnica de Catalunya, 2018-05)
      Bachelor thesis
      Open Access
      Convolutional neural networks (CNN) are powerful tools for learning representations from im-ages. They are being used in a large range of applications, being the state-of-the art in manycomputer vision tasks. In this work, ...
    • Capture module for IP Elphel 353 cameras. Evaluation of performance 

      Torres Moreira, Ángel Nicolás (Universitat Politècnica de Catalunya, 2013-06-25)
      Bachelor thesis
      Open Access
      This project's main objective is to evaluate the performance of the capture made by Elphel 353 camera. The assessment will serve as a starting point for the integration of these cameras in the new Smart room built in the ...
    • Clasificación de imágenes dematoscópicas utilizando redes neuronales convolucionales e información de metadatos 

      Domènech Abelló, Teresa (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Open Access
      Convolutional Neural Networks (CNNs) is a technology that is evolving very quickly. The CNNs are used in image recognition to improve the computer vision systems in image classification, object detection and segmentation ...
    • Clasificación de imágenes histológicas mediante redes neuronales convolucionales 

      Bustos Pelegrí, Joel (Universitat Politècnica de Catalunya, 2018-05)
      Bachelor thesis
      Open Access
      Nowadays, one of the most important goals in the field of medicine, is to be able to develop some kind of system that helps to automate the classification and detection of different cancer pathologies in tissue images. ...
    • Clasificación de lesiones en la piel con un ensemble de redes neuronales residuales 

      Tarrés Benet, Laia (Universitat Politècnica de Catalunya, 2019-06)
      Bachelor thesis
      Open Access
      Convolutional Neural Networks have gained popularity in the recent years due to their performance regarding image analysis, both in classification and segmentation. Especially in the medical field, it is increasingly common ...
    • Classification of subjects with psychiatric disorders using deep learning and identification of relevant features in the data 

      Sánchez Muriana, Irina (Universitat Politècnica de Catalunya, 2018-07)
      Master thesis
      Restricted access - confidentiality agreement
    • Co-saliency detection based on hierarchical segmentation 

      Montilla Mariñeiro, Sandra (Universitat Politècnica de Catalunya, 2014-07-24)
      Bachelor thesis
      Open Access
      [ANGLÈS] The aim of this project has been to create a co-saliency detection algorithm for image pairs based on hierarchical segmentation of those images. As hierarchical segmentation allows multi-scale object representation, ...
    • Combinar imágenes y hábitos musicales para mejorar los sistemas de recomendación de música 

      Sañoso Vela, Enrique (Universitat Politècnica de Catalunya, 2015-05)
      Bachelor thesis
      Open Access
      [ANGLÈS] With this research we have tried to improve music recommendations during the so-called cold start problem, i.e when a new user registers to a recommender system service, the system doesn't know his taste and cannot ...
    • Comparative evaluation of methods for hippocampal subfield segmentation 

      París I Bandrés, Guillem-Lluís (Universitat Politècnica de Catalunya, 2019-07)
      Master thesis
      Restricted access - confidentiality agreement
    • Compressed Color Image Enhancement with CNN 

      Fuyà Espinar, Daniel (Universitat Politècnica de Catalunya, 2019-07)
      Bachelor thesis
      Open Access
      JPEG is a widely used lossy compression method for digital images. For high levels of compression, JPEG introduces undesired artifacts, like ringing or blocking effects, that affect negatively to the visual quality of ...
    • Computer vision tools for the automatic evaluation of collagen VI deficiencies 

      Ramírez i Márquez, Alex (Universitat Politècnica de Catalunya, 2022-01-24)
      Master thesis
      Open Access
      Deficiencies in the structure of collagen VI are a common cause of neuromuscular diseases. Such diseases typically require assisted ventilation and result in a severely reduced life expectancy. Collagen VI structural defects ...